Emma-Intelligent Skill Router for Claude

Emma is an AI skill-routing tool that automatically matches a task to the right Claude skill, removing the need to pick a skill by hand from a large library. It is built for developers and Claude users who manage extensive skill repositories (the README cites 100+ skills) and lose time choosing the correct tool for each task. Emma performs semantic analysis to route tasks, and the README highlights Instant Routing with millisecond-level task analysis, Intelligent Matching via semantic analysis, and Full Transparency that surfaces a confidence score and the reasoning behind each decision. It is written in pure Python with a Zero Dependencies design, so no external libraries are required beyond Python itself, and it runs cross-platform on Windows, macOS, and Linux. Installation is a single pip install emma-skill, and the tool requires a license key to initialize. The open-source repository is MIT-licensed, while the license key is sold as a $5 one-time lifetime purchase through Gumroad with no subscription. Emma integrates specifically with Claude skill environments; no other third-party integrations are listed in the README.

Developers use Emma to automatically route tasks to the most appropriate Claude skill, avoiding manual selection across large skill libraries.